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Enterprise 
JFrog VS. Black Duck:
AppSec Solution Comparison
JFrog sets the standard for precision end-to-end application security designed to handle the growing onslaught of AI-related vulnerabilities.
JFrog’s AppSec advantage over Black Duck lies in its architecture: security is built-in (not bolted on) to the software artifact management system, enabling prompt-to-production security in a single solution suite that eliminates alert noise, security blindspots and tool sprawl.
By deploying JFrog, we’ve seen less vulnerabilities, which has given our developers more time to focus on developing new applications. And with the different development teams all being on the same platform, it has centralized and streamlined the process.
See how JFrog Compares to Black Duck
Please note that the following research findings reflect information that is available to the public and is to our best understanding.
JFrog
Black Duck
Single System of Record for Software Supply Chain
Comprehensive Software Composition Analysis (SCA)
Binary Scanning (Secrets included)
Requires separate product
Code Snippet Detection
For AI models only
Security & Governance of AI application components
For AI models only
AI-driven AppSec
Agentic Remediation
AI-driven SAST
Intelligent Prioritization with CVE Contextual Analysis
Partial
(source reachability only)
Preemptive Blocking of Risky/Malicious 3rd-party Components
End-to-end Release Integrity
(limited to application security)
Fully-integrated precision AppSec
Enhance DevSecOps and ensure software integrity with a complete and integrated software supply chain security solution for code and binary scanning, governance, and remediation that works for developers and security alike.
Reduce Tool Sprawl
JFrog delivers end-to-end Application Security in a single solution suite, eliminating the need for multiple security point solutions that don’t work seamlessly together without integration and management overhead.
Cut Alert Noise
by up to 90%
JFrog offers detailed CVE contextual analysis in both source and binary, mapping the dependencies that may impact your security posture. Focus on the vulnerabilities that are actually exploitable and avoid wasting time trying to fix the ones that aren’t.
Block Risky Components
With Curation, JFrog proactively blocks malicious or immature packages, AI models, and open source dependencies from entering your software supply chain while keeping developers productive using only approved components.
Secure and Govern AI
Secure the AI you build, and use AI securely. JFrog helps you with both by managing, scanning and governing your models, uncovering shadow AI, providing an AI security catalog and offering advanced AI capabilities that simplify and expedite your AppSec.
Why Leading Companies Choose JFrog
Security
Developers
Leaders
DevOps
AI/MLOps
IoT
I follow the basic principles for AppSec -- Prevent, Detect, Remediate. And when I look at the offerings from JFrog, they're checking those boxes for me.
James Carter, Distinguished Engineer, Deloitte
We wanted to figure out what can we really use instead of having five, or six different applications. Is there anything we can use as a single solution? And Artifactory came to the rescue. It turned out to be a one-stop shop for us. It provided everything that we need.
Keith Kreissl, Principal Developer, Cars.com
By deploying JFrog, we’ve seen less vulnerabilities, which has given our developers more time to focus on developing new applications. And with the different development teams all being on the same platform, it has centralized and streamlined the process.
Billy Norwood, CISO, FFF Enterprises
Since moving to Artifactory, our team has been able to cut down our maintenance burden significantly…we’re able to move on and be a more in depth DevOps organization.
Stefan Kraus, Software Engineer, Workiva
Before… delivering a new AI model took weeks... Now the research team can work independently and deliver while keeping the engineering and product teams happy. We had 5 new models running in production within 4 weeks.
Idan Schwartz, Head of Research, Spot (by NetApp)
As our business grew, JFrog Connect helped us enhance our operations. Being able to automate and push software updates across multiple devices at once saves us time and resources with each version we deployed. When you consider the cost of an engineer’s time, it was an easy call.
Senior Manager, DevOps, Telehealth
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How does JFrog compare to Black Duck?
JFrog differs from Black Duck in its offering of application security scanners (like SCA) that are fully integrated with the underlying software artifact management system. JFrog Artifactory provides the software system of record into which JFrog’s end-to-end application security capabilities are fully integrated, enabling customers to secure their software in the same place that they manage it.
Unlike JFrog, Black Duck offers a set of AppSec products that have to be integrated with the underlying software supply chain platform. Additionally, JFrog offers a more proactive software supply chain security approach (through Curation), which allows users to block risky upstream components from entering the software supply chain. Black Duck has a reactive security approach that focuses only on software components and artifacts that are already in the user’s environment. Finally, JFrog offers more comprehensive governance of AI components, whereas Black Duck’s capabilities are limited to LLMs.
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Why choose a platform-based AppSec solution over point tools?
A platform-based AppSec solution is a better approach than running a set of security point solutions, which comes with the challenges of tool sprawl, operation overhead of maintaining individual integrations with the underlying DevOps platform, and dealing with limited visibility into security issues across the software supply chain. The platform approach, whereby AppSec capabilities (such as SAST, SCA, secrets detection, vulnerability management, etc.) are built into the software system of record, offers significant advantages for DevSecOps teams. They can operate from a common set of security dashboards and workflows and not be slowed down by having to juggle multiple tools and their integrations. Most importantly, a built-in platform-based AppSec suite eliminates security blind spots that result in potential exploits and enables end-to-end visibility for security issues.
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What is binary scanning and why does it matter?
Binary scanning is focused on uncovering vulnerabilities within the core software assets delivered into production. Binaries are what today’s attackers try to reverse-engineer, break, or entice the shipment of compromised versions, as they contain more information than source code alone. JFrog’s security tools and research focus on the binary level, revealing issues that are not visible by scanning source code alone, providing a full picture of any impact or point of exploitation. Binaries can contain keys, configurations, and more that may expose a business to security risk.
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Does JFrog support AI security?
Yes. JFrog unifies AI governance, security, and management within your existing secure supply chain. Our end-to-end solution keeps you ahead of the curve by governing any AI asset type — from foundational models to emerging standards like MCP servers. We go beyond just blocking threats at the gate; we provide complete visibility across your ecosystem by detecting Shadow AI already in use and deeply scanning every model for hidden risks.
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How is the JFrog Software Supply Chain Platform deployed?
JFrog offers highly flexible deployment models for its platform, allowing organizations to choose between fully-managed SaaS, self-hosted, multi-cloud, and hybrid approaches to suit their security and infrastructure requirements.
